# set term png small color
#################################################
# This config used to generate the figure shown in Diary Part Five
#
# set term png
# set out 'sim-mi.png'
set term postscript eps enhanced color 20
set out 'sim-mi.eps'
set key right top
set title "MI Similarity"
set xlabel "MI (bits)"
set ylabel "Frequency"
set logscale y
set format y "10^{%L}"
set yrange [1.0e-4:0.3]
nbins = 200.0
width = 30
nwords = 19925.
scale = nbins/(width*nwords)
# Normal distribution
mu = -1
sigma=2.5
g(x) = exp(-(x-mu)**2/(2*sigma**2))/(sigma * sqrt(2*3.14159))
plot "sim-mi.dat" using 2:($3*scale) with lines lw 2 title "data", \
"sim-mi.dat" using 2:(g($2)) with lines lw 2 title "G(-1,2.5)"
#################################################
# This config used to generate the figure shown in Diary Part Five
#
# set term png
# set out 'sim-rmi.png'
set term postscript eps enhanced color 20
set out 'sim-rmi.eps'
set key right top
set title "Ranked-MI Similarity"
set xlabel "MI (bits)"
set ylabel "Frequency"
set logscale y
set format y "10^{%L}"
set yrange [1.0e-4:0.3]
nbins = 200.0
width = 30
nwords = 19925.
scale = nbins/(width*nwords)
# Normal distribution
mu = 1.5
sigma=2.5
g(x) = exp(-(x-mu)**2/(2*sigma**2))/(sigma * sqrt(2*3.14159))
plot "sim-rmi.dat" using 2:($3*scale) with lines lw 2 title "data", \
"sim-rmi.dat" using 2:(g($2)) with lines lw 2 title "G(1.5,2.5)"
#################################################
# This config used to generate the figure shown in Diary Part Five
#
# set term png
# set out 'sim-hmi.png'
set term postscript eps enhanced color 20
set out 'sim-hmi.eps'
set key left top
set title "H-MI Similarity"
set xlabel "MI (bits)"
set ylabel "Frequency"
set logscale y
set format y "10^{%L}"
set yrange [1.0e-4:0.3]
nbins = 200.0
width = 30
nwords = 19925.
scale = nbins/(width*nwords)
# Normal distribution
mu = 19
sigma=2.5
g(x) = exp(-(x-mu)**2/(2*sigma**2))/(sigma * sqrt(2*3.14159))
plot "sim-hmi.dat" using 2:($3*scale) with lines lw 2 title "data", \
"sim-hmi.dat" using 2:(g($2)) with lines lw 2 title "G(19,2.5)"
#################################################
# This config used to generate the figure shown in Diary Part Five
#
# set term png
# set out 'sim-mmi.png'
set term postscript eps enhanced color 20
set out 'sim-mmi.eps'
set key left top
set title "M-MI Similarity"
set xlabel "MI (bits)"
set ylabel "Frequency"
set logscale y
set format y "10^{%L}"
set yrange [1.0e-4:0.3]
nbins = 200.0
width = 30
nwords = 19925.
scale = nbins/(width*nwords)
# Normal distribution
mu = 5
sigma=2.5
g(x) = exp(-(x-mu)**2/(2*sigma**2))/(sigma * sqrt(2*3.14159))
plot "sim-mmi.dat" using 2:($3*scale) with lines lw 2 title "data", \
"sim-mmi.dat" using 2:(g($2)) with lines lw 2 title "G(5,2.5)"
#################################################
# This config used to generate the figure shown in Diary Part Five
#
# set term png
# set out 'simil-all.png'
set term postscript eps enhanced color 20
set out 'simil-all.eps'
set key right top
set title "Similarity"
set xlabel "MI (bits)"
set ylabel "Frequency"
set logscale y
set format y "10^{%L}"
set yrange [1.0e-4:0.3]
nbins = 200.0
width = 30
nwords = 19925.
scale = nbins/(width*nwords)
plot "sim-mi.dat" using ($2+1):($3*scale) with lines lw 2 title "MI + 1", \
"sim-rmi.dat" using ($2-1.5):($3*scale) with lines lw 2 title "RMI - 1.5", \
"sim-hmi.dat" using ($2-19):($3*scale) with lines lw 2 title "HMI - 19", \
"sim-mmi.dat" using ($2-5):($3*scale) with lines lw 2 title "MMI - 5"
#################################################